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Atomic AI Creates First Large Language Model Using Chemical Mapping Data to Optimize RNA Therapeutic Development

Atomic AI, a biotechnology company fusing cutting-edge machine learning with state-of-the-art structural biology to unlock RNA drug discovery, announced that the Company has created the first large language model (LLM) leveraging chemical mapping data. In a preprint paper published on bioRxiv, Atomic AI describes ...
Manjunath Manju Ramarao Stephan Eismann Raphael Townshend A Foundation Model Chief Scientific Officer Foundation Model

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New machine learning method enhances computational prediction of RNA structures

Researchers present ARES (Atomic Rotationally Equivariant Scorer) – a machine learning method that significantly improves the computational prediction of RNA structures over previous approaches. Like proteins, RNA molecules twist and fold into intricate three-dimensional shapes that are crucial to their function.
Kevin Weeks Raphael Townshend Emily Henderson Atomic Rotationally Equivariant Scorer Deep Learning Machine Learning

New machine learning techniques help resolve structural biology challenges

Determining the 3D shapes of biological molecules is one of the hardest problems in modern biology and medical discovery. Companies and research institutions often spend millions of dollars to determine a molecular structure – and even such massive efforts are frequently unsuccessful.
Raphael Townshend Ron Dror Andrew Watkins Stephan Eismann Nathaniel Thomas Rhiju Das

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